TY - CHAP
T1 - An intelligent pen to assess anxiety levels through pressure sensors and fuzzy logic
AU - Tapia-Jaya, Cristian
AU - Ojeda-Zamalloa, Isaac
AU - Robles-Bykbaev, Vladimir
AU - Pesántez-Avilés, Fernando
AU - Becerra, Ismael San Andrés
AU - Wong, Verónica Cevallos León
PY - 2018/1/1
Y1 - 2018/1/1
N2 - Anxiety is a physiological state of activation, which is commonly measured using direct or indirect methods. In psychology, the tools used to obtain information about the state of anxiety in a subject are commonly, self-reports, which represent how the person perceives his or her own physiological and cognitive state of anxiety. Additionally, anxiety has been tested on graphics tests, which evaluate the characteristics of strokes, such as the pressure exerted by the pen or the oscillation of the line. These characteristics are measured in an indirect and, in certain way, subjective manner; thus it is necessary to develop objective tools that throw specific and directly measurable data. For these reasons in this paper, we present an intelligent pen that has the objective of providing a presumptive diagnosis of anxiety levels that presents a person (especially students of middle and higher education). The pen uses an electronic device to measure two pressure levels (at pen tip and pen body) and an inference system based on fuzzy logic. This prototype has been tested with 9 volunteers in an experiment consisting in two stages: a first under simulated stress condition, and a second under normal writing.
AB - Anxiety is a physiological state of activation, which is commonly measured using direct or indirect methods. In psychology, the tools used to obtain information about the state of anxiety in a subject are commonly, self-reports, which represent how the person perceives his or her own physiological and cognitive state of anxiety. Additionally, anxiety has been tested on graphics tests, which evaluate the characteristics of strokes, such as the pressure exerted by the pen or the oscillation of the line. These characteristics are measured in an indirect and, in certain way, subjective manner; thus it is necessary to develop objective tools that throw specific and directly measurable data. For these reasons in this paper, we present an intelligent pen that has the objective of providing a presumptive diagnosis of anxiety levels that presents a person (especially students of middle and higher education). The pen uses an electronic device to measure two pressure levels (at pen tip and pen body) and an inference system based on fuzzy logic. This prototype has been tested with 9 volunteers in an experiment consisting in two stages: a first under simulated stress condition, and a second under normal writing.
KW - Children with disabilities
KW - Deaf persons
KW - Hearing loss
KW - Learning objects
KW - Sign language
KW - Video summary
UR - https://www.scopus.com/inward/record.uri?partnerID=HzOxMe3b&scp=85021758971&origin=inward
UR - https://www.scopus.com/inward/citedby.uri?partnerID=HzOxMe3b&scp=85021758971&origin=inward
UR - http://www.mendeley.com/research/intelligent-pen-assess-anxiety-levels-through-pressure-sensors-fuzzy-logic
U2 - 10.1007/978-3-319-60639-2_7
DO - 10.1007/978-3-319-60639-2_7
M3 - Chapter
SN - 9783319606385
T3 - Advances in Intelligent Systems and Computing
SP - 64
EP - 71
BT - An intelligent pen to assess anxiety levels through pressure sensors and fuzzy logic
A2 - Falcao, Christianne
A2 - Ahram, Tareq
T2 - Advances in Intelligent Systems and Computing
Y2 - 1 January 2015
ER -